2233admin / minimind
pythonmaster512eed038.3K linessynced 1mo ago
Code health
9.4out of 10Excellent
This codebase scores 9.4 out of 10 on defect risk, which we rate excellent. It also scores maintainability 9.7 and static performance risk 10.0 out of 10. The three are scored separately and never blended into one number. The files you change most are the weak spot: 4 of 28 files are git hotspots, and they average 3.5.
- Lines of code
- 38.3K
Recent activity
All commitsCommits
No commits indexed yet.
Decisions
- 注：不建议再重复训练tokenizer（“词典”），MiniMind已自带，此脚本仅供学习和参考。基于不同词典训练的模型将导致输出完全不统一，降低社区的模型复用性 Note: It is not…proposed · 1mo ago
- Provide an end-to-end reproduction and tutorialproposed · 1mo ago
- Make training and reproduction feasible on personal GPUsproposed · 1mo ago
- Implement core algorithms in native PyTorchproposed · 1mo ago
Needs attention
20 open- medium severity. Proposed注：不建议再重复训练tokenizer（“词典”），MiniMind已自带，此脚本仅供学习和参考。基于不同词典训练的模型将导致输出完全不统一，降低社区的模型复用性 Note: It is not…Auto-proposed decision awaiting review
- medium severity. ProposedProvide an end-to-end reproduction and tutorialAuto-proposed decision awaiting review
- medium severity. ProposedMake training and reproduction feasible on personal GPUsAuto-proposed decision awaiting review
- medium severity. ProposedImplement core algorithms in native PyTorchAuto-proposed decision awaiting review
- medium severity. Ungovernedmodel/model_minimind.pyHigh-churn file with no governing decision
Where the risk concentrates
All 4 hotspotsRanked by prior bug fixes and change frequency, mined from full git history rather than from the code alone.
| File | Churn | Prior fixes | Maintainers | Commits 90d |
|---|---|---|---|---|
| train_ppo.pytrainer | 95.5th | 9 | 2bus factor 1 | 5 |
| train_grpo.pytrainer | 90.9th | 10 | 3bus factor 1 | 7 |
| model_minimind.pymodel | 86.4th | 2 | 2bus factor 1 | 3 |
| rollout_engine.pytrainer | 77.3th | 4 | 1bus factor 1 | 4 |
Composition
Open the graphpython 79%markdown 14%json 7%
Explore this codebase
- Docs0 pages across 12 modules
- ChatAsk this codebase a question and get an answer with its sources
- Files28 files with per-file docs, health and history
- ArchitectureDependency graph, layers, and 0 entry points
- Code healthPer-file scores, 151 open findings, coverage and refactoring targets
- Knowledge graphEntities, communities, and the paths between them
- Change couplingFiles that keep changing together, mined from commit history
- CommitsChange-risk ranked history with agent provenance
- ContributorsBus factor, per-file maintainers, and the human/agent split
- StatsSize class, origin, lifetime churn, rhythm and records
- CostsWhat indexing this snapshot cost, by model and by run